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05/23/2022
Bézier Flow: a Surface-wise Gradient Descent Method for Multi-objective Optimization
In this paper, we propose a strategy to construct a multi-objective opti...
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03/29/2022
A Two-phase Framework with a Bézier Simplex-based Interpolation Method for Computationally Expensive Multi-objective Optimization
This paper proposes a two-phase framework with a Bézier simplex-based in...
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02/25/2022
GenéLive! Generating Rhythm Actions in Love Live!
A rhythm action game is a music-based video game in which the player is ...
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10/07/2021
Explicitly Multi-Modal Benchmarks for Multi-Objective Optimization
We model multi-modality in multi-objective optimization problems and app...
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06/24/2021
All unconstrained strongly convex problems are weakly simplicial
A multi-objective optimization problem is C^r weakly simplicial if there...
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04/10/2021
Approximate Bayesian Computation of Bézier Simplices
Bézier simplex fitting algorithms have been recently proposed to approxi...
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06/17/2019
Asymptotic Risk of Bezier Simplex Fitting
The Bezier simplex fitting is a novel data modeling technique which expl...
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04/19/2018
Data-Driven Analysis of Pareto Set Topology
When and why can evolutionary multi-objective optimization (EMO) algorit...
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04/18/2017
Simple Problems: The Simplicial Gluing Structure of Pareto Sets and Pareto Fronts
Quite a few studies on real-world applications of multi-objective optimi...
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08/26/2015